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AI agents & automation
Connect language models to tools, data and business processes — from MCP servers and tool calling to conversational AI and fully automated workflows.
Available for new projects
Software Architect & AI Engineer
I’m Alaa Al Sayegh. I build AI systems that make company knowledge accessible, automate the work around it and fit cleanly into the software you already run — with the architecture experience of 15+ years in enterprise engineering.
NewTalent as a Service: international development teams in the German time zoneExpertise
My focus: AI that survives the jump from prototype to operations.
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Connect language models to tools, data and business processes — from MCP servers and tool calling to conversational AI and fully automated workflows.
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Put unstructured company knowledge to work: RAG with source citations, semantic search, OCR and intelligent document processing — including text-to-SQL for structured data.
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Design and build systems that hold up: event-driven microservices, cloud infrastructure and CI/CD with .NET, Python and Kubernetes, documented to ARC42.
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Design data models and make databases fast: schema design, query and index tuning, ETL pipelines and migrations between database systems — up to multi-tenant models with row-level security. The foundation every AI application stands on.
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Connect devices and vehicles to the cloud: ingest GPS trackers and sensors over TCP and MQTT, turn raw data into usable events such as trips, and build applications on top — from fleet management with a digital logbook and construction-machinery tracking with beacons to smart-home emergency call systems.
How I work
What sinks AI projects is rarely the model. It is the missing guard rails. So I bring a working foundation into every engagement.
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I built my own framework for AI-assisted development: machine-readable specifications (AGENTS.md, SKILL.md, SPEC.md) that keep coding agents anchored to the architecture, coding standards and business requirements. No code merges without review, tests and performance checks.
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AI agents run with least privilege and clearly bounded capabilities. No credentials in code, secrets only from Key Vault or Secrets Manager, human approval before high-impact actions — and a complete audit trail of every model call.
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Personal data is detected and anonymised before any text reaches an external model. Region-locked routing, hosting in Germany and strict tenant isolation through row level security are part of the architecture, not an afterthought.
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Models for OCR, generation and embeddings sit behind an abstraction layer with a registry, fallback chains and cost control. Switching provider is a configuration change — not a rewrite.
Talent as a Service
Good developers are scarce and expensive in Germany — especially for smaller companies on a tight budget. I provide well-educated international talent: developers, testers and project managers who work remotely in the German time zone and fit seamlessly into your team.
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Instead of months spent searching for candidates, you start with talent I select to fit your project. I take care of onboarding and ongoing technical guidance.
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The team works with modern AI coding tools and follows my framework for AI-assisted development. The result: production-ready code in a short time — with review, tests and clear standards.
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You pay for the capacity you need — without recruiting effort or employer overheads, because the talent works through me, not as your employees. The team grows with your project, from a single developer to a complete team.
Success story
Part of a corporate group with more than 85 companies
For SVG I provide an international remote team of developers, testers and project managers. Together with the in-house team, it builds several enterprise applications that run in production — every day, in the German time zone and at noticeably lower cost.
I remain your point of contact: in German or English, with an architect’s experience and a firm eye on quality and communication.
Request a teamSelected work
A closer look at my work in AI and enterprise software.
01
03/2026 – present
Senior AI Engineer & Software Architect
A multi-tenant platform connecting documents, structured data and language models.
Python · .NET · LlamaIndex · pgvector · RabbitMQ
02
01/2026 – present
Senior .NET Developer & AI Specialist
Telephony, email and conversational AI in one communication platform.
.NET 10 · Azure · MCP · Cognigy · Bicep
03
07/2024 – 12/2025
AI Developer
Document analysis and automated workflows across ERP, CRM and document management systems.
n8n · Python · LLMs · REST APIs
04
09/2023 – 01/2026
Software Architect & Engineering Team Lead
Overall technical responsibility for the software architecture, and leadership of the engineering team across on-site and offshore locations.
Software architecture · .NET · React · Microservices · Azure · Scrum
05
02/2019 – 09/2023
Senior Software Engineer · Azure & Microservices
An Azure data platform with event-driven services as the foundation for connected applications.
Azure · C# · Kubernetes · PostgreSQL
About me
An engineer at heart.
Now focused on AI.
For more than 15 years I have built enterprise software — from backend systems and cloud platforms to modern AI applications. I connect architecture with hands-on implementation, taking projects from a business idea to a solution that actually runs.
I work independently from Germany’s Rhine-Main region, communicating fluently in German and English. Away from the keyboard, you’ll find me playing football, running or volunteering as a youth football coach in Weiterstadt.
CertificationsPRINCE2 Practitioner · Certified Scrum Master · Microsoft MCTS
Get in touch
Have an AI use case in mind, need an experienced engineer to help bring it to life, or want to grow your development team? Send me a short note about it — I usually reply within one business day.
alaa@alsayegh.techTelephone: +49 171 539 9679